Healthcare graph
Linked, enriched and analytics ready, Compile’s smart data layer transforms messy and disparate datasets into an intuitive graph of healthcare providers and all their activities
Limitations with healthcare datasets today
A scalable platform to ingest, cleanse and link healthcare datasets; eliminate silos across data assets
Messy
Every large dataset, such as patient-level data (PLD), sales data and pharmacy claims have gaps due to partial or erroneous data fields. These need to be identified and cleansed before the data can be used.
Complex
Users of these datasets have to a steep learning curve to understand the data structure and build queries. Additionally multiple tables and a proliferation of fields require complex queries.
Incomplete
Presence of treating or associated providers (HCP/HCO) is critical in using claims-based data for any analytics. Yet these important fields aren’t filled in many instances, limiting provider and patient counts.
Disparate
Joining multiple data assets isn’t straight forward. In the absence of a consistent key across all data, users have to build custom matching rules. This is time consuming and prone to errors.
Compile’s Smart Data layer
Unified, linked and analytics-ready data that gives a complete and accurate view of providers
Benefits
Unified layout
Simplified claims data structure into one single comprehensive table Easy to understand and navigate Stitched valuable information like affiliations and provider metadata
Cleansed & enriched data
Cleaned, standardized and normalized data fields Robust process to remove any duplicate or invalid claims Advanced algorithms to standardize “free-form” fields like payer names
Enhanced data
Missing provider details and payer channel are backfilled based on historical claims patterns Pre-computed data fields for faster analytics and simpler queries Custom-built ML algorithms to identify precise brand usage
Analytics ready
Build, integrate and automate your analysis/dashboards/applications Pre-computed field and features for faster insights Reduced complexity in building and structuring queries/codes 60%+ lower query time
Simple
Only the important fields that are used for 95% of the use cases are retained One table each for medical and pharmacy claims Parent affiliations and metadata for providers, prescribers is included